Airbnb End-To-End Data Engineering Project (For Beginners) | DBT + Snowflake + AWS Ansh Lamba
130.6K views · 2.6K likes · 8 months ago
Learn dbt — Free Video Roadmap
A step-by-step path through the best free dbt videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels teaching dbt (data build tool), the standard for transforming data in the warehouse. Learn models, tests, and analytics-engineering best practices.
To learn dbt in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 21 of the best free YouTube videos — beginning with "Airbnb End-To-End Data Engineering Project (For Beginners) | DBT + Snowflake + AWS" by Ansh Lamba (130,612 views).
Explore dbt
Step 1
Start Here
Beginner-friendly dbt intros and crash courses
1:23:49 dbt(Data Build Tool) crash course for beginners: Zero to Hero Data Tech
129.8K views · 1.8K likes · 2 years ago
6:46:04 DBT for Data Engineers Full Course 2026 | Basics to Advanced Data with Jay
14.8K views · 351 likes · 6 months ago
1:53:13 Insurance Data Engineering Project for Beginners | Real Pipeline with Snowflake + DBT Data with Jay
6.6K views · 159 likes · 11 months ago
29:41 dbt(Data Build Tool) macros crash course: Zero to Hero | Jinja role in dbt | Third-party macros Data Tech
4.7K views · 74 likes · 2 years ago
Step 2
Core Skills
Full courses and comprehensive dbt tutorials
![[Data Build Tool] DBT - The Ultimate Guide | With CI/CD](https://img.youtube.com/vi/B8uwFmVt4sU/mqdefault.jpg)
5:07:25 [Data Build Tool] DBT - The Ultimate Guide | With CI/CD Ansh Lamba
192.1K views · 3.4K likes · 1 year ago
3:41:37 Netflix Data Analysis | DBT (databuildtool) Tutorial Course | End-To-End Project Darshil Parmar
179.4K views · 3.9K likes · 1 year ago
1:01:31 Data Engineer Project: An end-to-end Airflow data pipeline with BigQuery, dbt Soda, and more! Data with Marc
95.2K views · 2.1K likes · 3 years ago
![DATABRICKS x DBT End-To-End Data Engineering Project [JOB READY 2025]](https://img.youtube.com/vi/vT7Oeu7WqHg/mqdefault.jpg)
6:47:23 DATABRICKS x DBT End-To-End Data Engineering Project [JOB READY 2025] Ansh Lamba
68.7K views · 1.7K likes · 1 year ago
![WALMART Data Engineering End-To-End Project [Airflow + DBT + Databricks]](https://img.youtube.com/vi/ZEE-jNAthB0/mqdefault.jpg)
6:19:55 WALMART Data Engineering End-To-End Project [Airflow + DBT + Databricks] Ansh Lamba
53.5K views · 1.6K likes · 2 months ago
4:54:59 End-to-End Banking Data Engineering Project | Snowflake + DBT + Airflow Data with Jay
35.2K views · 882 likes · 11 months ago
Step 3
Advanced & Deep Dives
Go deeper into dbt internals and real-world use
3:49:54 PYSPARK X DBT End-To-End Data Engineering Project | Master Big Data Engineering Ansh Lamba
31.4K views · 727 likes · 11 months ago
9:02 Data Architecture w/ dbt: Putting It All Together Kahan Data Solutions
5.3K views · 163 likes · 9 months ago
8:17 🚀 Snowflake & dbt Mastery Bootcamp is Now Live! | Snowflake & dbt Course learn by doing it
974 views · 27 likes · 1 month ago
1:02:32 DBT Course for Beginners to Advanced | Data Build Tool (dbt) Tutorial | Data Engineering Eclasess EduTech
404 views · 10 likes · 3 months ago
53:27 Snowflake + dbt Roadmap 2026 🚀 | Advanced Data Engineering Skills & Real-World Projects Eclasess EduTech
89 views · 4 likes · 27 days ago
Step 4
Stay Current
The freshest dbt videos from the last 6 months
16:54 
21:42 AI’s Jurassic Park Period — Aaron Stanley, dbt Labs AI Engineer
48.5K views · 104 likes · 1 month ago
47:22 
15:02 Create a dbt Project From Scratch w/ Claude Code Kahan Data Solutions
4.5K views · 105 likes · 5 months ago
10:22 What Is dbt in Data Engineering? Why It Exists and Where It Fits Snowflake Developers
3.2K views · 40 likes · 4 days ago